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discord_llama/main.cpp
2023-04-01 15:04:52 +02:00

320 lines
11 KiB
C++

#include "Random.hpp"
#include "Timer.hpp"
#include <string>
#include <string_view>
#include <sstream>
#include <stdexcept>
#include <fstream>
#include <thread>
#include <chrono>
#include <functional>
#include <array>
#include <vector>
#include <map>
#include <mutex>
#include <memory>
#include <dpp/dpp.h>
#include <justlm.hpp>
static
std::vector<std::string_view> str_split(std::string_view s, char delimiter, size_t times = -1) {
std::vector<std::string_view> to_return;
decltype(s.size()) start = 0, finish = 0;
while ((finish = s.find_first_of(delimiter, start)) != std::string_view::npos) {
to_return.emplace_back(s.substr(start, finish - start));
start = finish + 1;
if (to_return.size() == times) { break; }
}
to_return.emplace_back(s.substr(start));
return to_return;
}
static
void str_replace_in_place(std::string& subject, std::string_view search,
const std::string& replace) {
size_t pos = 0;
while ((pos = subject.find(search, pos)) != std::string::npos) {
subject.replace(pos, search.length(), replace);
pos += replace.length();
}
}
static inline
std::string clean_string(std::string_view str) {
std::string fres;
for (const auto c : str) {
if ((c >= 0x20 && c <= 0x7E)
|| c == '\n'
|| c == "ä"[0] || c == "ä"[1] || c == "ä"[2]
|| c == "ö"[0] || c == "ö"[1] || c == "ö"[2]
|| c == "ü"[0] || c == "ü"[1] || c == "ü"[2]
|| c == "Ä"[0] || c == "Ä"[1] || c == "Ä"[2]
|| c == "Ö"[0] || c == "Ö"[1] || c == "Ö"[2]
|| c == "Ü"[0] || c == "Ü"[1] || c == "Ü"[2]
|| c == "ß"[0] || c == "ß"[1] || c == "ß"[2]) {
fres.push_back(c);
}
}
return fres;
}
class Bot {
RandomGenerator rng;
Timer last_message_timer;
std::shared_ptr<bool> stopping;
std::unique_ptr<LM::Inference> llm;
std::vector<dpp::snowflake> my_messages;
std::mutex llm_lock;
dpp::cluster bot;
dpp::channel channel;
dpp::snowflake channel_id;
inline static
std::string create_text_progress_indicator(uint8_t percentage) {
static constexpr uint8_t divisor = 3,
width = 100 / divisor;
// Progress bar percentage lookup
const static auto indicator_lookup = [] () consteval {
std::array<uint8_t, 101> fres;
for (uint8_t it = 0; it != 101; it++) {
fres[it] = it / divisor;
}
return fres;
}();
// Initialize string
std::string fres;
fres.resize(width+4);
fres[0] = '`';
fres[1] = '[';
// Append progress
const uint8_t bars = indicator_lookup[percentage];
for (uint8_t it = 0; it != width; it++) {
if (it < bars) fres[it+2] = '#';
else fres[it+2] = ' ';
}
// Finalize and return string
fres[width+2] = ']';
fres[width+3] = '`';
return fres;
}
void llm_init() {
if (!llm) {
// Make sure llm is initialized
{
std::unique_lock L(llm_lock);
llm = std::make_unique<LM::Inference>("7B-ggml-model-quant.bin");
}
// Create message for reporting progress
dpp::message msg(channel_id, "Wird initialisiert...");
bot.message_create(msg, [this] (const dpp::confirmation_callback_t& cbt) {
// Error check
if (cbt.is_error()) {
throw std::runtime_error("Failed to send message to channel: "+cbt.get_error().message);
}
// Callback for reporting progress
Timer timer;
auto msg = cbt.get<dpp::message>();
uint8_t last_progress = 0;
auto cb = [&, this] (float progress) mutable {
uint8_t progress_i = progress;
if (timer.get<std::chrono::seconds>() > 5) {
msg.content = "Wird geladen... "+create_text_progress_indicator(progress_i)+
" **"+std::to_string(progress_i)+"**% (**"+std::to_string((progress_i-last_progress)/5)+"**%/s)";
last_progress = progress_i;
bot.message_edit(msg);
timer.reset();
}
return true;
};
// Add initial context
std::unique_lock L(llm_lock);
llm->append("Verlauf des #"+channel.name+" Kanals.\n"
"Notiz 1: "+bot.me.username+" ist ein freundlicher Chatbot, der immer gerne auf deutsch mitredet. Er ist freundlich und hilfsbereit und antwortet immer sofort. Er hat guten Humor und mag jeden. Sein Alter ist 16 und er wurde 2007 geboren.\n"
"Notiz 2: Ecki heisst in Wirklichkeit Eckhard Kohlhuber und kommt aus Bayern.\n"
"\n", cb);
// Delete progress message
bot.message_delete(msg.id, msg.channel_id);
});
}
}
void prompt_add_msg(const dpp::message& msg) {
try {
// Make sure message isn't too long
if (msg.content.size() > 512) {
return;
}
// Format and append line
std::unique_lock L(llm_lock);
for (const auto line : str_split(msg.content, '\n')) {
Timer timeout;
llm->append(msg.author.username+": "+clean_string(line)+'\n', [&] (float) {
if (timeout.get<std::chrono::minutes>() > 1) {
std::cerr << "\nWarning: Timeout reached processing message" << std::endl;
return false;
}
return true;
});
}
} catch (const LM::Inference::ContextLengthException&) {
llm.reset();
llm_init();
}
}
void prompt_add_trigger() {
try {
std::unique_lock L(llm_lock);
llm->append(bot.me.username+':');
} catch (const LM::Inference::ContextLengthException&) {
llm.reset();
llm_init();
}
}
void reply() {
// Start new thread
std::thread([this] () {
try {
// Create placeholder message
auto msg = bot.message_create_sync(dpp::message(channel_id, "Bitte warte... :thinking:"));
// Trigger LLM correctly
prompt_add_trigger();
// Run model
Timer timeout;
bool timed_out = false;
auto output = llm->run("\n", [&] (std::string_view str) {
std::cout << str << std::flush;
if (timeout.get<std::chrono::minutes>() > 2) {
timed_out = true;
std::cerr << "\nWarning: Timeout reached generating message";
return false;
}
return true;
});
std::cout << std::endl;
if (timed_out) output = "Fehler: Zeitüberschreitung";
// Send resulting message
msg.content = output;
bot.message_edit(msg);
} catch (const std::exception& e) {
std::cerr << "Warning: " << e.what() << std::endl;
}
}).detach();
}
void idle_auto_reply() {
auto s = stopping;
do {
// Wait for a bit
std::this_thread::sleep_for(std::chrono::minutes(5));
// Check if last message was more than 20 minutes ago
if (last_message_timer.get<std::chrono::hours>() > 3) {
// Force reply
reply();
}
} while (!*s);
}
void attempt_reply(const dpp::message& msg) {
// Decide randomly
/*if (rng.getBool(0.075f)) {
return reply();
}*/
// Reply if message contains username, mention or ID
if (msg.content.find(bot.me.username) != std::string::npos) {
return reply();
}
// Reply if message references user
for (const auto msg_id : my_messages) {
if (msg.message_reference.message_id == msg_id) {
return reply();
}
}
}
public:
Bot(const char *token, dpp::snowflake channel_id) : bot(token), channel_id(channel_id) {
// Configure bot
bot.on_log(dpp::utility::cout_logger());
bot.intents = dpp::i_guild_messages | dpp::i_message_content;
// Set callbacks
bot.on_ready([=, this] (const dpp::ready_t&) {
// Get channel
bot.channel_get(channel_id, [=, this] (const dpp::confirmation_callback_t& cbt) {
if (cbt.is_error()) {
throw std::runtime_error("Failed to get channel: "+cbt.get_error().message);
}
channel = cbt.get<dpp::channel>();
// Initialize random generator
rng.seed(bot.me.id);
// Append initial prompt
llm_init();
// Start idle auto reply thread
std::thread([this] () {
idle_auto_reply();
}).detach();
});
});
bot.on_message_create([=, this] (const dpp::message_create_t& event) {
// Make sure message source is correct
if (event.msg.channel_id != channel_id) return;
// Make sure message has content
if (event.msg.content.empty()) return;
// Reset last message timer
last_message_timer.reset();
// Ignore own messages
if (event.msg.author.id == bot.me.id) {
// Add message to list of own messages
my_messages.push_back(event.msg.id);
return;
}
// Move on in another thread
std::thread([this, msg = event.msg] () mutable {
try {
// Replace bot mentions with bot username
str_replace_in_place(msg.content, "<@"+std::to_string(bot.me.id)+'>', bot.me.username);
if (msg.content == "!trigger") {
// Delete message
bot.message_delete(msg.id, msg.channel_id);
// Send a reply
reply();
} else {
// Attempt to send a reply
attempt_reply(msg);
// Append message to history
prompt_add_msg(msg);
}
} catch (const std::exception& e) {
std::cerr << "Warning: " << e.what() << std::endl;
}
}).detach();
});
}
void start() {
stopping = std::make_shared<bool>(false);
bot.start(dpp::st_wait);
*stopping = true;
}
};
int main(int argc, char **argv) {
// Check arguments
if (argc < 3) {
std::cout << "Usage: " << argv[0] << " <token> <channel>" << std::endl;
return -1;
}
// Construct and configure bot
Bot bot(argv[1], std::stoull(argv[2]));
// Start bot
bot.start();
}